{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Exploring the WMS with OWSLib"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CRW_DHW\n",
      "CRW_DHW_mask\n",
      "CRW_HOTSPOT\n",
      "CRW_HOTSPOT_mask\n",
      "CRW_SSTANOMALY\n",
      "CRW_SSTANOMALY_mask\n",
      "CRW_BAA\n",
      "CRW_BAA_mask\n",
      "CRW_BAA_7D_MAX\n",
      "CRW_BAA_7D_MAX_mask\n",
      "CRW_SEAICE\n",
      "CRW_SST\n"
     ]
    }
   ],
   "source": [
    "from owslib.wms import WebMapService\n",
    "\n",
    "\n",
    "url = \"https://pae-paha.pacioos.hawaii.edu/thredds/wms/dhw_5km?service=WMS\"\n",
    "\n",
    "web_map_services = WebMapService(url)\n",
    "\n",
    "print(\"\\n\".join(web_map_services.contents.keys()))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Layer metadata"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "layer = \"CRW_SST\"\n",
    "wms = web_map_services.contents[layer]\n",
    "\n",
    "name = wms.title\n",
    "\n",
    "lon = (wms.boundingBox[0] + wms.boundingBox[2]) / 2.0\n",
    "lat = (wms.boundingBox[1] + wms.boundingBox[3]) / 2.0\n",
    "center = lat, lon\n",
    "\n",
    "time_interval = \"{0}/{1}\".format(\n",
    "    wms.timepositions[0].strip(), wms.timepositions[-1].strip()\n",
    ")\n",
    "style = \"boxfill/sst_36\"\n",
    "\n",
    "if style not in wms.styles:\n",
    "    style = None"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Single layer"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><span style=\"color:#565656\">Make this Notebook Trusted to load map: File -> Trust Notebook</span><iframe src=\"about:blank\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" data-html=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 onload=\"this.contentDocument.open();this.contentDocument.write(atob(this.getAttribute('data-html')));this.contentDocument.close();\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7fa2e80cbb20>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import folium\n",
    "from folium import plugins\n",
    "\n",
    "lon, lat = -50, -40\n",
    "\n",
    "m = folium.Map(location=[lat, lon], zoom_start=5, control_scale=True)\n",
    "\n",
    "w = folium.raster_layers.WmsTileLayer(\n",
    "    url=url,\n",
    "    name=name,\n",
    "    styles=style,\n",
    "    fmt=\"image/png\",\n",
    "    transparent=True,\n",
    "    layers=layer,\n",
    "    overlay=True,\n",
    "    COLORSCALERANGE=\"1.2,28\",\n",
    ")\n",
    "\n",
    "w.add_to(m)\n",
    "\n",
    "time = plugins.TimestampedWmsTileLayers(w, period=\"PT1H\", time_interval=time_interval)\n",
    "\n",
    "time.add_to(m)\n",
    "\n",
    "folium.LayerControl().add_to(m)\n",
    "\n",
    "m"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Multiple layers"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><span style=\"color:#565656\">Make this Notebook Trusted to load map: File -> Trust Notebook</span><iframe src=\"about:blank\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" data-html=<!DOCTYPE html>
<head>    
    <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
    
        <script>
            L_NO_TOUCH = false;
            L_DISABLE_3D = false;
        </script>
    
    <style>html, body {width: 100%;height: 100%;margin: 0;padding: 0;}</style>
    <style>#map {position:absolute;top:0;bottom:0;right:0;left:0;}</style>
    <script src="https://cdn.jsdelivr.net/npm/leaflet@1.6.0/dist/leaflet.js"></script>
    <script src="https://code.jquery.com/jquery-1.12.4.min.js"></script>
    <script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.min.js"></script>
    <script src="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.js"></script>
    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/leaflet@1.6.0/dist/leaflet.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css"/>
    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.css"/>
    <link rel="stylesheet" href="https://cdn.jsdelivr.net/gh/python-visualization/folium/folium/templates/leaflet.awesome.rotate.min.css"/>
    
            <meta name="viewport" content="width=device-width,
                initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
            <style>
                #map_fab273a497864607a43fc6c954ab33ac {
                    position: relative;
                    width: 100.0%;
                    height: 100.0%;
                    left: 0.0%;
                    top: 0.0%;
                }
            </style>
        
    <script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/2.0.0/jquery.min.js"></script>
    <script src="https://cdnjs.cloudflare.com/ajax/libs/jqueryui/1.10.2/jquery-ui.min.js"></script>
    <script src="https://cdn.jsdelivr.net/npm/iso8601-js-period@0.2.1/iso8601.min.js"></script>
    <script src="https://cdn.jsdelivr.net/npm/leaflet-timedimension@1.1.1/dist/leaflet.timedimension.min.js"></script>
    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.4/styles/default.min.css"/>
    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/leaflet-timedimension@1.1.1/dist/leaflet.timedimension.control.css"/>
</head>
<body>    
    
            <div class="folium-map" id="map_fab273a497864607a43fc6c954ab33ac" ></div>
        
</body>
<script>    
    
            var map_fab273a497864607a43fc6c954ab33ac = L.map(
                "map_fab273a497864607a43fc6c954ab33ac",
                {
                    center: [-40.0, -50.0],
                    crs: L.CRS.EPSG3857,
                    zoom: 5,
                    zoomControl: true,
                    preferCanvas: false,
                }
            );
            L.control.scale().addTo(map_fab273a497864607a43fc6c954ab33ac);

            

        
    
            var tile_layer_b32ad1a5a41d4ab28e58bc91a66a148c = L.tileLayer(
                "https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",
                {"attribution": "Data by \u0026copy; \u003ca href=\"http://openstreetmap.org\"\u003eOpenStreetMap\u003c/a\u003e, under \u003ca href=\"http://www.openstreetmap.org/copyright\"\u003eODbL\u003c/a\u003e.", "detectRetina": false, "maxNativeZoom": 18, "maxZoom": 18, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}
            ).addTo(map_fab273a497864607a43fc6c954ab33ac);
        
    
            var macro_element_e5f4d8e5de42475ab0a20dad9f6d56eb = L.tileLayer.wms(
                "https://pae-paha.pacioos.hawaii.edu/thredds/wms/dhw_5km?service=WMS",
                {"attribution": "", "format": "image/png", "layers": "CRW_SST", "styles": "boxfill/sst_36", "transparent": true, "version": "1.1.1"}
            ).addTo(map_fab273a497864607a43fc6c954ab33ac);
        
    
            var macro_element_bc6a01b4f1b0413fbe4bc15b9be242cc = L.tileLayer.wms(
                "https://pae-paha.pacioos.hawaii.edu/thredds/wms/dhw_5km?service=WMS",
                {"attribution": "", "format": "image/png", "layers": "CRW_SSTANOMALY", "styles": "boxfill/sst_36", "transparent": true, "version": "1.1.1"}
            ).addTo(map_fab273a497864607a43fc6c954ab33ac);
        
    
            map_fab273a497864607a43fc6c954ab33ac.timeDimension = L.timeDimension(
                {"period": "PT1H", "timeInterval": "1985-04-01T12:00:00.000Z/2020-11-14T12:00:00.000Z"}
            );
            map_fab273a497864607a43fc6c954ab33ac.timeDimensionControl =
                L.control.timeDimension(
                    {"autoPlay": false, "playerOptions": {"loop": false, "transitionTime": 200}, "position": "bottomleft"}
                );
            map_fab273a497864607a43fc6c954ab33ac.addControl(
                map_fab273a497864607a43fc6c954ab33ac.timeDimensionControl
            );

            
            var macro_element_e5f4d8e5de42475ab0a20dad9f6d56eb = L.timeDimension.layer.wms(
                macro_element_e5f4d8e5de42475ab0a20dad9f6d56eb,
                {
                    updateTimeDimension: false,
                    wmsVersion: "1.1.1",
                }
            ).addTo(map_fab273a497864607a43fc6c954ab33ac);
            
            var macro_element_bc6a01b4f1b0413fbe4bc15b9be242cc = L.timeDimension.layer.wms(
                macro_element_bc6a01b4f1b0413fbe4bc15b9be242cc,
                {
                    updateTimeDimension: false,
                    wmsVersion: "1.1.1",
                }
            ).addTo(map_fab273a497864607a43fc6c954ab33ac);
            
        
    
            var layer_control_882563f488cf40cb8a58efbf157abbcd = {
                base_layers : {
                    "openstreetmap" : tile_layer_b32ad1a5a41d4ab28e58bc91a66a148c,
                },
                overlays :  {
                    "sea_surface_temperature" : macro_element_e5f4d8e5de42475ab0a20dad9f6d56eb,
                    "analysed sea surface temperature anomaly" : macro_element_bc6a01b4f1b0413fbe4bc15b9be242cc,
                },
            };
            L.control.layers(
                layer_control_882563f488cf40cb8a58efbf157abbcd.base_layers,
                layer_control_882563f488cf40cb8a58efbf157abbcd.overlays,
                {"autoZIndex": true, "collapsed": true, "position": "topright"}
            ).addTo(map_fab273a497864607a43fc6c954ab33ac);
        
</script> onload=\"this.contentDocument.open();this.contentDocument.write(atob(this.getAttribute('data-html')));this.contentDocument.close();\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7fa28c2dd130>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "m = folium.Map(location=[lat, lon], zoom_start=5, control_scale=True)\n",
    "\n",
    "w0 = folium.raster_layers.WmsTileLayer(\n",
    "    url=url,\n",
    "    name=\"sea_surface_temperature\",\n",
    "    styles=style,\n",
    "    fmt=\"image/png\",\n",
    "    transparent=True,\n",
    "    layers=\"CRW_SST\",\n",
    "    overlay=True,\n",
    ")\n",
    "\n",
    "w1 = folium.raster_layers.WmsTileLayer(\n",
    "    url=url,\n",
    "    name=\"analysed sea surface temperature anomaly\",\n",
    "    styles=style,\n",
    "    fmt=\"image/png\",\n",
    "    transparent=True,\n",
    "    layers=\"CRW_SSTANOMALY\",\n",
    "    overlay=True,\n",
    ")\n",
    "\n",
    "w0.add_to(m)\n",
    "w1.add_to(m)\n",
    "\n",
    "time = folium.plugins.TimestampedWmsTileLayers(\n",
    "    [w0, w1], period=\"PT1H\", time_interval=time_interval\n",
    ")\n",
    "\n",
    "time.add_to(m)\n",
    "\n",
    "folium.LayerControl().add_to(m)\n",
    "\n",
    "m"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.0"
  }
 },
 "nbformat": 4,
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